Overview
Brought to you by YData
Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 23064 |
| Missing cells | 75586 |
| Missing cells (%) | 8.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.3 MiB |
| Average record size in memory | 832.9 B |
Variable types
| Numeric | 18 |
|---|---|
| Text | 7 |
| Categorical | 12 |
| DateTime | 2 |
Image has constant value "None" | Constant |
AppliqueFodec is highly overall correlated with IDAr_Collection and 10 other fields | High correlation |
DateValidationNomenclature is highly overall correlated with NomenclatureValide | High correlation |
Etat is highly overall correlated with ModifiePar and 1 other fields | High correlation |
IDAr_Collection is highly overall correlated with AppliqueFodec and 10 other fields | High correlation |
IDAr_Couleur is highly overall correlated with IDAr_Collection and 4 other fields | High correlation |
IDAr_Looks is highly overall correlated with IDSupportArticle | High correlation |
IDArticle is highly overall correlated with AppliqueFodec and 11 other fields | High correlation |
IDFournisseur is highly overall correlated with AppliqueFodec and 9 other fields | High correlation |
IDPatronnage is highly overall correlated with AppliqueFodec and 9 other fields | High correlation |
IDPays is highly overall correlated with AppliqueFodec and 1 other fields | High correlation |
IDSaison is highly overall correlated with AppliqueFodec and 5 other fields | High correlation |
IDSupportArticle is highly overall correlated with IDAr_Looks | High correlation |
IDUsine is highly overall correlated with AppliqueFodec and 9 other fields | High correlation |
ModifiePar is highly overall correlated with AppliqueFodec and 4 other fields | High correlation |
NomenclatureValide is highly overall correlated with DateValidationNomenclature | High correlation |
NumInterne is highly overall correlated with AppliqueFodec and 8 other fields | High correlation |
PieceCarton is highly overall correlated with AppliqueFodec and 6 other fields | High correlation |
PoidsNet is highly overall correlated with IDAr_Collection and 6 other fields | High correlation |
Prix is highly overall correlated with IDArticle and 3 other fields | High correlation |
PrixAchat is highly overall correlated with Prix and 1 other fields | High correlation |
PrixFac is highly overall correlated with PoidsNet and 2 other fields | High correlation |
SaisiPar is highly overall correlated with Etat and 7 other fields | High correlation |
TauxTVA is highly overall correlated with AppliqueFodec and 3 other fields | High correlation |
TypeArticleService is highly overall correlated with IDAr_Collection and 3 other fields | High correlation |
Etat is highly imbalanced (97.4%) | Imbalance |
TauxTVA is highly imbalanced (61.0%) | Imbalance |
NomenclatureValide is highly imbalanced (99.8%) | Imbalance |
TypeArticleService is highly imbalanced (75.3%) | Imbalance |
DateValidationNomenclature is highly imbalanced (99.9%) | Imbalance |
Matiere is highly imbalanced (99.1%) | Imbalance |
SaisiPar has 16242 (70.4%) missing values | Missing |
ModifiePar has 16670 (72.3%) missing values | Missing |
ModifieLe has 16293 (70.6%) missing values | Missing |
Composition has 9997 (43.3%) missing values | Missing |
Reference has 15891 (68.9%) missing values | Missing |
Prix is highly skewed (γ1 = 101.1198322) | Skewed |
PrixFac is highly skewed (γ1 = 101.1198396) | Skewed |
PoidsBrut is highly skewed (γ1 = 148.3780906) | Skewed |
PoidsNet is highly skewed (γ1 = 113.5731678) | Skewed |
PrixAchat is highly skewed (γ1 = 101.1198529) | Skewed |
IDArticle has unique values | Unique |
IDAr_Collection has 15978 (69.3%) zeros | Zeros |
IDAr_Couleur has 7078 (30.7%) zeros | Zeros |
Prix has 4917 (21.3%) zeros | Zeros |
PrixFac has 3088 (13.4%) zeros | Zeros |
PoidsBrut has 22996 (99.7%) zeros | Zeros |
PoidsNet has 8277 (35.9%) zeros | Zeros |
IDArSousFamille has 463 (2.0%) zeros | Zeros |
IDGrille has 429 (1.9%) zeros | Zeros |
IDSaison has 766 (3.3%) zeros | Zeros |
NumInterne has 15119 (65.6%) zeros | Zeros |
IDFournisseur has 15825 (68.6%) zeros | Zeros |
PrixAchat has 2249 (9.8%) zeros | Zeros |
IDPays has 430 (1.9%) zeros | Zeros |
IDUsine has 16498 (71.5%) zeros | Zeros |
IDSupportArticle has 22140 (96.0%) zeros | Zeros |
IDAr_Looks has 22291 (96.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-18 17:22:00.506619 |
|---|---|
| Analysis finished | 2025-04-18 17:23:07.535293 |
| Duration | 1 minute and 7.03 seconds |
| Software version | ydata-profiling vv4.13.0 |
| Download configuration | config.json |
Variables
IDAr_Collection
Real number (ℝ)
High correlation  Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3717482 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 15978 |
| Zeros (%) | 69.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.1876311 |
|---|---|
| Coefficient of variation (CV) | 1.7656306 |
| Kurtosis | 0.9126153 |
| Mean | 2.3717482 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5642717 |
| Sum | 54702 |
| Variance | 17.536254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15978 | |
| 5 | 1631 | 7.1% |
| 4 | 1222 | 5.3% |
| 12 | 1096 | 4.8% |
| 13 | 878 | 3.8% |
| 11 | 815 | 3.5% |
| 10 | 534 | 2.3% |
| 1 | 470 | 2.0% |
| 2 | 138 | 0.6% |
| 6 | 137 | 0.6% |
| Other values (4) | 165 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 15978 | |
| 1 | 470 | 2.0% |
| 2 | 138 | 0.6% |
| 3 | 23 | 0.1% |
| 4 | 1222 | 5.3% |
| 5 | 1631 | 7.1% |
| 6 | 137 | 0.6% |
| 7 | 63 | 0.3% |
| 8 | 1 | < 0.1% |
| 9 | 78 | 0.3% |
| Value | Count | Frequency (%) |
| 13 | 878 | |
| 12 | 1096 | |
| 11 | 815 | |
| 10 | 534 | 2.3% |
| 9 | 78 | 0.3% |
| 8 | 1 | < 0.1% |
| 7 | 63 | 0.3% |
| 6 | 137 | 0.6% |
| 5 | 1631 | |
| 4 | 1222 |
IDArticle
Real number (ℝ)
High correlation  Unique 
| Distinct | 23064 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11740.141 |
| Minimum | 2 |
|---|---|
| Maximum | 23883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 1189.15 |
| Q1 | 5801.75 |
| median | 11570.5 |
| Q3 | 17704.25 |
| 95-th percentile | 22694.85 |
| Maximum | 23883 |
| Range | 23881 |
| Interquartile range (IQR) | 11902.5 |
Descriptive statistics
| Standard deviation | 6883.3795 |
|---|---|
| Coefficient of variation (CV) | 0.58631149 |
| Kurtosis | -1.1844723 |
| Mean | 11740.141 |
| Median Absolute Deviation (MAD) | 5925 |
| Skewness | 0.056604879 |
| Sum | 2.7077461 × 108 |
| Variance | 47380913 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 23883 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 23867 | 1 | < 0.1% |
| 23866 | 1 | < 0.1% |
| Other values (23054) | 23054 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 |
| Value | Count | Frequency (%) |
| 23883 | 1 | |
| 23882 | 1 | |
| 23881 | 1 | |
| 23880 | 1 | |
| 23879 | 1 | |
| 23878 | 1 | |
| 23877 | 1 | |
| 23876 | 1 | |
| 23875 | 1 | |
| 23874 | 1 |
Code
Text
| Distinct | 20296 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 7.4997399 |
| Min length | 2 |
Unique
| Unique | 18946 ? |
|---|---|
| Unique (%) | 82.1% |
Sample
| 1st row | BHNP282 |
|---|---|
| 2nd row | AENC88 |
| 3rd row | AENU104A |
| 4th row | AENU102AA |
| 5th row | AENU102 |
| Value | Count | Frequency (%) |
| cenc154 | 45 | 0.2% |
| c1 | 32 | 0.1% |
| t1 | 29 | 0.1% |
| r1 | 27 | 0.1% |
| cent114 | 20 | 0.1% |
| cent094 | 17 | 0.1% |
| cenc168 | 16 | 0.1% |
| p1 | 15 | 0.1% |
| cenc216 | 14 | 0.1% |
| xenj413 | 14 | 0.1% |
| Other values (20296) | 23056 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 24631 | 14.2% |
| A | 12746 | 7.4% |
| 1 | 12611 | 7.3% |
| E | 11895 | 6.9% |
| H | 11600 | 6.7% |
| 2 | 7693 | 4.4% |
| 0 | 7417 | 4.3% |
| 4 | 5981 | 3.5% |
| X | 5973 | 3.5% |
| 3 | 5819 | 3.4% |
| Other values (54) | 66608 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 108470 | |
| Decimal Number | 64033 | |
| Lowercase Letter | 224 | 0.1% |
| Space Separator | 222 | 0.1% |
| Dash Punctuation | 21 | < 0.1% |
| Connector Punctuation | 4 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 24631 | |
| A | 12746 | |
| E | 11895 | |
| H | 11600 | |
| X | 5973 | 5.5% |
| R | 5266 | 4.9% |
| C | 5121 | 4.7% |
| T | 4181 | 3.9% |
| B | 3452 | 3.2% |
| D | 3302 | 3.0% |
| Other values (17) | 20303 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 41 | |
| a | 28 | |
| o | 20 | |
| i | 18 | 8.0% |
| t | 17 | 7.6% |
| l | 12 | 5.4% |
| p | 11 | 4.9% |
| u | 11 | 4.9% |
| n | 10 | 4.5% |
| r | 8 | 3.6% |
| Other values (14) | 48 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12611 | |
| 2 | 7693 | |
| 0 | 7417 | |
| 4 | 5981 | |
| 3 | 5819 | |
| 6 | 5606 | |
| 5 | 5581 | |
| 7 | 4580 | 7.2% |
| 8 | 4439 | 6.9% |
| 9 | 4306 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 222 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 108694 | |
| Common | 64280 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 24631 | |
| A | 12746 | |
| E | 11895 | |
| H | 11600 | |
| X | 5973 | 5.5% |
| R | 5266 | 4.8% |
| C | 5121 | 4.7% |
| T | 4181 | 3.8% |
| B | 3452 | 3.2% |
| D | 3302 | 3.0% |
| Other values (41) | 20527 |
Common
| Value | Count | Frequency (%) |
| 1 | 12611 | |
| 2 | 7693 | |
| 0 | 7417 | |
| 4 | 5981 | |
| 3 | 5819 | |
| 6 | 5606 | |
| 5 | 5581 | |
| 7 | 4580 | 7.1% |
| 8 | 4439 | 6.9% |
| 9 | 4306 | 6.7% |
| Other values (3) | 247 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 172969 | |
| None | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 24631 | 14.2% |
| A | 12746 | 7.4% |
| 1 | 12611 | 7.3% |
| E | 11895 | 6.9% |
| H | 11600 | 6.7% |
| 2 | 7693 | 4.4% |
| 0 | 7417 | 4.3% |
| 4 | 5981 | 3.5% |
| X | 5973 | 3.5% |
| 3 | 5819 | 3.4% |
| Other values (51) | 66603 |
None
| Value | Count | Frequency (%) |
| Ä | 3 | |
| è | 1 | 20.0% |
| é | 1 | 20.0% |
Article
Text
| Distinct | 18641 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 173 |
| Missing (%) | 0.8% |
| Memory size | 1.5 MiB |
Length
| Max length | 60 |
|---|---|
| Median length | 48 |
| Mean length | 10.500721 |
| Min length | 2 |
Unique
| Unique | 16769 ? |
|---|---|
| Unique (%) | 73.3% |
Sample
| 1st row | CITY P1 BLACK |
|---|---|
| 2nd row | LOUISON C1 LOUISON NOIR |
| 3rd row | NATALIA ECRU LUREX LIGHT GOLD |
| 4th row | NANNI GRIS CHAINE SILVER LUREX-2002 |
| 5th row | NANNI ROUGE POMPIER LUREX-2045 |
| Value | Count | Frequency (%) |
| r1 | 3007 | 6.3% |
| c1 | 2078 | 4.3% |
| j1 | 1397 | 2.9% |
| p1 | 1290 | 2.7% |
| ml | 1019 | 2.1% |
| bo | 930 | 1.9% |
| mc | 883 | 1.8% |
| t1 | 874 | 1.8% |
| noir | 840 | 1.7% |
| v1 | 526 | 1.1% |
| Other values (11319) | 35173 |
Most occurring characters
| Value | Count | Frequency (%) |
| 25194 | 10.5% | |
| E | 21259 | 8.8% |
| A | 20996 | 8.7% |
| R | 16210 | 6.7% |
| I | 15446 | 6.4% |
| L | 14262 | 5.9% |
| O | 13824 | 5.8% |
| N | 11904 | 5.0% |
| 1 | 11110 | 4.6% |
| M | 9908 | 4.1% |
| Other values (72) | 80259 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 199502 | |
| Space Separator | 25194 | 10.5% |
| Decimal Number | 13020 | 5.4% |
| Lowercase Letter | 1295 | 0.5% |
| Dash Punctuation | 863 | 0.4% |
| Other Punctuation | 469 | 0.2% |
| Close Punctuation | 12 | < 0.1% |
| Open Punctuation | 12 | < 0.1% |
| Math Symbol | 4 | < 0.1% |
| Connector Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 21259 | 10.7% |
| A | 20996 | 10.5% |
| R | 16210 | 8.1% |
| I | 15446 | 7.7% |
| L | 14262 | 7.1% |
| O | 13824 | 6.9% |
| N | 11904 | 6.0% |
| M | 9908 | 5.0% |
| C | 9893 | 5.0% |
| S | 9394 | 4.7% |
| Other values (20) | 56406 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 189 | |
| a | 128 | 9.9% |
| n | 101 | 7.8% |
| o | 91 | 7.0% |
| r | 86 | 6.6% |
| t | 85 | 6.6% |
| m | 83 | 6.4% |
| l | 71 | 5.5% |
| i | 71 | 5.5% |
| c | 67 | 5.2% |
| Other values (17) | 323 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11110 | |
| 2 | 1117 | 8.6% |
| 3 | 256 | 2.0% |
| 0 | 154 | 1.2% |
| 4 | 119 | 0.9% |
| 5 | 61 | 0.5% |
| 7 | 60 | 0.5% |
| 8 | 55 | 0.4% |
| 6 | 48 | 0.4% |
| 9 | 40 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 391 | |
| ' | 26 | 5.5% |
| . | 21 | 4.5% |
| , | 12 | 2.6% |
| % | 11 | 2.3% |
| & | 7 | 1.5% |
| ? | 1 | 0.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 7 | |
| ) | 5 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 7 | |
| ( | 5 |
Space Separator
| Value | Count | Frequency (%) |
| 25194 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 863 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 200797 | |
| Common | 39575 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 21259 | 10.6% |
| A | 20996 | 10.5% |
| R | 16210 | 8.1% |
| I | 15446 | 7.7% |
| L | 14262 | 7.1% |
| O | 13824 | 6.9% |
| N | 11904 | 5.9% |
| M | 9908 | 4.9% |
| C | 9893 | 4.9% |
| S | 9394 | 4.7% |
| Other values (47) | 57701 |
Common
| Value | Count | Frequency (%) |
| 25194 | ||
| 1 | 11110 | |
| 2 | 1117 | 2.8% |
| - | 863 | 2.2% |
| / | 391 | 1.0% |
| 3 | 256 | 0.6% |
| 0 | 154 | 0.4% |
| 4 | 119 | 0.3% |
| 5 | 61 | 0.2% |
| 7 | 60 | 0.2% |
| Other values (15) | 250 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 240331 | |
| None | 41 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 25194 | 10.5% | |
| E | 21259 | 8.8% |
| A | 20996 | 8.7% |
| R | 16210 | 6.7% |
| I | 15446 | 6.4% |
| L | 14262 | 5.9% |
| O | 13824 | 5.8% |
| N | 11904 | 5.0% |
| 1 | 11110 | 4.6% |
| M | 9908 | 4.1% |
| Other values (65) | 80218 |
None
| Value | Count | Frequency (%) |
| é | 23 | |
| É | 7 | 17.1% |
| Œ | 3 | 7.3% |
| À | 3 | 7.3% |
| ê | 2 | 4.9% |
| à | 2 | 4.9% |
| Ç | 1 | 2.4% |
IDAr_Couleur
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1617 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291.54379 |
| Minimum | 0 |
|---|---|
| Maximum | 2123 |
| Zeros | 7078 |
| Zeros (%) | 30.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 156 |
| Q3 | 275 |
| 95-th percentile | 1294 |
| Maximum | 2123 |
| Range | 2123 |
| Interquartile range (IQR) | 275 |
Descriptive statistics
| Standard deviation | 411.44543 |
|---|---|
| Coefficient of variation (CV) | 1.4112646 |
| Kurtosis | 4.6049756 |
| Mean | 291.54379 |
| Median Absolute Deviation (MAD) | 156 |
| Skewness | 2.177307 |
| Sum | 6724166 |
| Variance | 169287.34 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7078 | |
| 122 | 2386 | 10.3% |
| 275 | 1512 | 6.6% |
| 156 | 1080 | 4.7% |
| 191 | 815 | 3.5% |
| 127 | 736 | 3.2% |
| 201 | 337 | 1.5% |
| 90 | 168 | 0.7% |
| 190 | 149 | 0.6% |
| 244 | 141 | 0.6% |
| Other values (1607) | 8662 |
| Value | Count | Frequency (%) |
| 0 | 7078 | |
| 2 | 13 | 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2123 | 1 | < 0.1% |
| 2121 | 1 | < 0.1% |
| 2120 | 1 | < 0.1% |
| 2119 | 1 | < 0.1% |
| 2118 | 1 | < 0.1% |
| 2117 | 3 | |
| 2115 | 1 | < 0.1% |
| 2114 | 3 | |
| 2112 | 1 | < 0.1% |
| 2111 | 1 | < 0.1% |
IDArFamille
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.785033 |
| Minimum | -1 |
|---|---|
| Maximum | 56 |
| Zeros | 219 |
| Zeros (%) | 0.9% |
| Negative | 10 |
| Negative (%) | < 0.1% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 27 |
| 95-th percentile | 38 |
| Maximum | 56 |
| Range | 57 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.233916 |
|---|---|
| Coefficient of variation (CV) | 1.032563 |
| Kurtosis | -0.79547407 |
| Mean | 13.785033 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.93088456 |
| Sum | 317938 |
| Variance | 202.60435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3681 | |
| 6 | 3087 | |
| 2 | 2645 | |
| 3 | 1985 | |
| 38 | 1765 | 7.7% |
| 5 | 1617 | 7.0% |
| 10 | 1523 | 6.6% |
| 25 | 881 | 3.8% |
| 34 | 729 | 3.2% |
| 37 | 657 | 2.8% |
| Other values (31) | 4494 |
| Value | Count | Frequency (%) |
| -1 | 10 | < 0.1% |
| 0 | 219 | 0.9% |
| 1 | 526 | 2.3% |
| 2 | 2645 | |
| 3 | 1985 | |
| 4 | 3681 | |
| 5 | 1617 | |
| 6 | 3087 | |
| 7 | 486 | 2.1% |
| 8 | 36 | 0.2% |
| Value | Count | Frequency (%) |
| 56 | 1 | < 0.1% |
| 54 | 16 | 0.1% |
| 52 | 1 | < 0.1% |
| 51 | 7 | < 0.1% |
| 49 | 216 | |
| 48 | 7 | < 0.1% |
| 47 | 4 | < 0.1% |
| 46 | 138 | |
| 45 | 11 | < 0.1% |
| 44 | 65 | 0.3% |
SaisiPar
Categorical
High correlation  Missing 
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 16242 |
| Missing (%) | 70.4% |
| Memory size | 1.4 MiB |
| superviseur | |
|---|---|
| UP.Ceren | |
| IBTISSEM | |
| K.tuba | |
| florian.desvign | |
| Other values (29) |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 9.8131047 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | superviseur |
|---|---|
| 2nd row | superviseur |
| 3rd row | superviseur |
| 4th row | superviseur |
| 5th row | superviseur |
Common Values
| Value | Count | Frequency (%) |
| superviseur | 1687 | 7.3% |
| UP.Ceren | 1058 | 4.6% |
| IBTISSEM | 584 | 2.5% |
| K.tuba | 467 | 2.0% |
| florian.desvign | 457 | 2.0% |
| B.zuhal | 385 | 1.7% |
| soraia pereira | 351 | 1.5% |
| ibtissem | 339 | 1.5% |
| s.hayriye | 279 | 1.2% |
| yasmine | 187 | 0.8% |
| Other values (24) | 1028 | 4.5% |
| (Missing) | 16242 |
Length
| Value | Count | Frequency (%) |
| superviseur | 1711 | |
| up.ceren | 1058 | |
| ibtissem | 923 | |
| b.zuhal | 510 | 6.9% |
| k.tuba | 501 | 6.7% |
| pereira | 492 | 6.6% |
| soraia | 492 | 6.6% |
| florian.desvign | 457 | 6.2% |
| s.hayriye | 279 | 3.8% |
| yasmine | 187 | 2.5% |
| Other values (19) | 813 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8177 | 12.2% |
| r | 6504 | 9.7% |
| s | 5638 | 8.4% |
| i | 5216 | 7.8% |
| u | 4867 | 7.3% |
| a | 4476 | 6.7% |
| . | 3336 | 5.0% |
| n | 2717 | 4.1% |
| v | 2158 | 3.2% |
| p | 2094 | 3.1% |
| Other values (38) | 21762 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51904 | |
| Uppercase Letter | 11104 | 16.6% |
| Other Punctuation | 3336 | 5.0% |
| Space Separator | 601 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8177 | |
| r | 6504 | |
| s | 5638 | |
| i | 5216 | |
| u | 4867 | |
| a | 4476 | |
| n | 2717 | 5.2% |
| v | 2158 | 4.2% |
| p | 2094 | 4.0% |
| t | 1382 | 2.7% |
| Other values (14) | 8675 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1391 | |
| S | 1367 | |
| P | 1318 | |
| B | 1163 | |
| U | 1106 | |
| C | 1078 | |
| E | 911 | |
| M | 763 | |
| T | 584 | |
| K | 467 | 4.2% |
| Other values (11) | 956 |
Space Separator
| Value | Count | Frequency (%) |
| 559 | ||
| 42 | 7.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63008 | |
| Common | 3937 | 5.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8177 | |
| r | 6504 | 10.3% |
| s | 5638 | 8.9% |
| i | 5216 | 8.3% |
| u | 4867 | 7.7% |
| a | 4476 | 7.1% |
| n | 2717 | 4.3% |
| v | 2158 | 3.4% |
| p | 2094 | 3.3% |
| I | 1391 | 2.2% |
| Other values (35) | 19770 |
Common
| Value | Count | Frequency (%) |
| . | 3336 | |
| 559 | 14.2% | |
| 42 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66903 | |
| None | 42 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8177 | 12.2% |
| r | 6504 | 9.7% |
| s | 5638 | 8.4% |
| i | 5216 | 7.8% |
| u | 4867 | 7.3% |
| a | 4476 | 6.7% |
| . | 3336 | 5.0% |
| n | 2717 | 4.1% |
| v | 2158 | 3.2% |
| p | 2094 | 3.1% |
| Other values (37) | 21720 |
None
| Value | Count | Frequency (%) |
| 42 |
SaisiLe
Date
| Distinct | 316 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 154 |
| Missing (%) | 0.7% |
| Memory size | 360.4 KiB |
| Minimum | 2023-11-02 00:00:00 |
|---|---|
| Maximum | 2025-02-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
ModifiePar
Categorical
High correlation  Missing 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 16670 |
| Missing (%) | 72.3% |
| Memory size | 1.4 MiB |
| superviseur | |
|---|---|
| UP.Ceren | |
| H.HANA | |
| IBTISSEM | |
| s.hayriye | |
| Other values (30) |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 9.3817642 |
| Min length | 5 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | superviseur |
|---|---|
| 2nd row | superviseur |
| 3rd row | superviseur |
| 4th row | superviseur |
| 5th row | superviseur |
Common Values
| Value | Count | Frequency (%) |
| superviseur | 1056 | 4.6% |
| UP.Ceren | 845 | 3.7% |
| H.HANA | 537 | 2.3% |
| IBTISSEM | 470 | 2.0% |
| s.hayriye | 454 | 2.0% |
| Poobahdee GOVIN | 412 | 1.8% |
| Pooba | 406 | 1.8% |
| florian.desvign | 354 | 1.5% |
| K.tuba | 298 | 1.3% |
| B.zuhal | 286 | 1.2% |
| Other values (25) | 1276 | 5.5% |
| (Missing) | 16670 |
Length
| Value | Count | Frequency (%) |
| superviseur | 1093 | |
| up.ceren | 845 | |
| ibtissem | 625 | 8.6% |
| h.hana | 537 | 7.4% |
| s.hayriye | 454 | 6.3% |
| b.zuhal | 427 | 5.9% |
| poobahdee | 412 | 5.7% |
| govin | 412 | 5.7% |
| pooba | 406 | 5.6% |
| florian.desvign | 354 | 4.9% |
| Other values (23) | 1675 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6388 | 10.6% |
| r | 4366 | 7.3% |
| a | 4242 | 7.1% |
| s | 3677 | 6.1% |
| u | 3418 | 5.7% |
| i | 3401 | 5.7% |
| . | 3295 | 5.5% |
| o | 2517 | 4.2% |
| n | 2277 | 3.8% |
| P | 1841 | 3.1% |
| Other values (40) | 24565 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 41545 | |
| Uppercase Letter | 14301 | 23.8% |
| Other Punctuation | 3295 | 5.5% |
| Space Separator | 846 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6388 | |
| r | 4366 | |
| a | 4242 | |
| s | 3677 | |
| u | 3418 | |
| i | 3401 | |
| o | 2517 | 6.1% |
| n | 2277 | 5.5% |
| h | 1577 | 3.8% |
| b | 1573 | 3.8% |
| Other values (16) | 8109 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1841 | |
| I | 1475 | |
| A | 1160 | 8.1% |
| S | 1111 | 7.8% |
| H | 1074 | 7.5% |
| N | 949 | 6.6% |
| U | 919 | 6.4% |
| B | 855 | 6.0% |
| C | 847 | 5.9% |
| M | 744 | 5.2% |
| Other values (11) | 3326 |
Space Separator
| Value | Count | Frequency (%) |
| 434 | ||
| 412 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3295 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55846 | |
| Common | 4141 | 6.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6388 | 11.4% |
| r | 4366 | 7.8% |
| a | 4242 | 7.6% |
| s | 3677 | 6.6% |
| u | 3418 | 6.1% |
| i | 3401 | 6.1% |
| o | 2517 | 4.5% |
| n | 2277 | 4.1% |
| P | 1841 | 3.3% |
| h | 1577 | 2.8% |
| Other values (37) | 22142 |
Common
| Value | Count | Frequency (%) |
| . | 3295 | |
| 434 | 10.5% | |
| 412 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 59574 | |
| None | 413 | 0.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6388 | 10.7% |
| r | 4366 | 7.3% |
| a | 4242 | 7.1% |
| s | 3677 | 6.2% |
| u | 3418 | 5.7% |
| i | 3401 | 5.7% |
| . | 3295 | 5.5% |
| o | 2517 | 4.2% |
| n | 2277 | 3.8% |
| P | 1841 | 3.1% |
| Other values (38) | 24152 |
None
| Value | Count | Frequency (%) |
| 412 | ||
| ä | 1 | 0.2% |
ModifieLe
Date
Missing 
| Distinct | 300 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 16293 |
| Missing (%) | 70.6% |
| Memory size | 360.4 KiB |
| Minimum | 2023-10-31 00:00:00 |
|---|---|
| Maximum | 2025-02-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Etat
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 1 | |
|---|---|
| 0 | 59 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 23005 | |
| 0 | 59 | 0.3% |
Prix
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 907 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.705914 |
| Minimum | 0 |
|---|---|
| Maximum | 571428.57 |
| Zeros | 4917 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.14 |
| median | 6.5151 |
| Q3 | 11.43 |
| 95-th percentile | 22.85 |
| Maximum | 571428.57 |
| Range | 571428.57 |
| Interquartile range (IQR) | 10.29 |
Descriptive statistics
| Standard deviation | 5459.294 |
|---|---|
| Coefficient of variation (CV) | 83.086797 |
| Kurtosis | 10461.794 |
| Mean | 65.705914 |
| Median Absolute Deviation (MAD) | 4.9149 |
| Skewness | 101.11983 |
| Sum | 1515441.2 |
| Variance | 29803890 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4917 | 21.3% |
| 14.28 | 760 | 3.3% |
| 11.43 | 682 | 3.0% |
| 2.83 | 604 | 2.6% |
| 12.85 | 517 | 2.2% |
| 8.57 | 498 | 2.2% |
| 17.14 | 473 | 2.1% |
| 20 | 419 | 1.8% |
| 2.26 | 384 | 1.7% |
| 0.29 | 379 | 1.6% |
| Other values (897) | 13431 |
| Value | Count | Frequency (%) |
| 0 | 4917 | |
| 0.01 | 142 | 0.6% |
| 0.03 | 2 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.17 | 4 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.29 | 379 | 1.6% |
| 0.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 571428.57 | 2 | < 0.1% |
| 185478.55 | 1 | < 0.1% |
| 89.99 | 1 | < 0.1% |
| 88.8 | 1 | < 0.1% |
| 85.71 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 71.43 | 1 | < 0.1% |
| 65.71 | 1 | < 0.1% |
| 57.14 | 5 | |
| 54.29 | 1 | < 0.1% |
TauxTVA
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0.0 | |
|---|---|
| -1.0 | |
| 0.2 | 1015 |
| 0.21 | 12 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.1176726 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | -1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 19335 | |
| -1.0 | 2702 | 11.7% |
| 0.2 | 1015 | 4.4% |
| 0.21 | 12 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 19335 | |
| 1.0 | 2702 | 11.7% |
| 0.2 | 1015 | 4.4% |
| 0.21 | 12 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42399 | |
| . | 23064 | |
| 1 | 2714 | 3.8% |
| - | 2702 | 3.8% |
| 2 | 1027 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 46140 | |
| Other Punctuation | 23064 | |
| Dash Punctuation | 2702 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 42399 | |
| 1 | 2714 | 5.9% |
| 2 | 1027 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 23064 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71906 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 42399 | |
| . | 23064 | |
| 1 | 2714 | 3.8% |
| - | 2702 | 3.8% |
| 2 | 1027 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71906 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 42399 | |
| . | 23064 | |
| 1 | 2714 | 3.8% |
| - | 2702 | 3.8% |
| 2 | 1027 | 1.4% |
Image
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| None |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| None | 23064 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 23064 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 23064 | |
| o | 23064 | |
| n | 23064 | |
| e | 23064 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 69192 | |
| Uppercase Letter | 23064 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 23064 | |
| n | 23064 | |
| e | 23064 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 23064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 92256 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 23064 | |
| o | 23064 | |
| n | 23064 | |
| e | 23064 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 92256 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 23064 | |
| o | 23064 | |
| n | 23064 | |
| e | 23064 |
Composition
Text
Missing 
| Distinct | 530 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 9997 |
| Missing (%) | 43.3% |
| Memory size | 1.2 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 49 |
| Mean length | 10.106298 |
| Min length | 3 |
Unique
| Unique | 157 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | 96% POLYESTER 4% ELASTANE WOVEN |
|---|---|
| 2nd row | TP:100% PES |
| 3rd row | 66%Acrylique 18%Polyamide 8%Laine |
| 4th row | 40% ACR 30% PA 30% MOHAIR |
| 5th row | 40% ACR 30% PA 30% MOHAIR |
| Value | Count | Frequency (%) |
| polyester | 4361 | |
| coton | 2088 | 10.6% |
| viscose | 1968 | 10.0% |
| 100 | 801 | 4.1% |
| polyurethane | 674 | 3.4% |
| acrylique | 641 | 3.3% |
| pes | 446 | 2.3% |
| cuir | 286 | 1.5% |
| polyamide | 279 | 1.4% |
| bi-matière | 257 | 1.3% |
| Other values (535) | 7851 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 16743 | |
| O | 13280 | 10.1% |
| S | 10164 | 7.7% |
| L | 8396 | 6.4% |
| T | 8297 | 6.3% |
| P | 7029 | 5.3% |
| R | 6828 | 5.2% |
| 6645 | 5.0% | |
| Y | 6476 | 4.9% |
| C | 6441 | 4.9% |
| Other values (71) | 41760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 106067 | |
| Decimal Number | 11272 | 8.5% |
| Space Separator | 6663 | 5.0% |
| Other Punctuation | 6046 | 4.6% |
| Lowercase Letter | 1665 | 1.3% |
| Dash Punctuation | 275 | 0.2% |
| Control | 62 | < 0.1% |
| Other Symbol | 4 | < 0.1% |
| Math Symbol | 4 | < 0.1% |
| Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 16743 | |
| O | 13280 | |
| S | 10164 | |
| L | 8396 | |
| T | 8297 | |
| P | 7029 | 6.6% |
| R | 6828 | 6.4% |
| Y | 6476 | 6.1% |
| C | 6441 | 6.1% |
| I | 4835 | 4.6% |
| Other values (18) | 17578 |
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 180 | |
| o | 179 | |
| e | 174 | |
| y | 162 | |
| i | 123 | 7.4% |
| c | 121 | 7.3% |
| r | 119 | 7.1% |
| n | 110 | 6.6% |
| a | 86 | 5.2% |
| s | 79 | 4.7% |
| Other values (15) | 332 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3885 | |
| 1 | 1967 | |
| 5 | 936 | 8.3% |
| 2 | 919 | 8.2% |
| 4 | 836 | 7.4% |
| 3 | 662 | 5.9% |
| 8 | 587 | 5.2% |
| 9 | 569 | 5.0% |
| 6 | 459 | 4.1% |
| 7 | 452 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 5371 | |
| , | 353 | 5.8% |
| / | 153 | 2.5% |
| : | 92 | 1.5% |
| ? | 53 | 0.9% |
| . | 14 | 0.2% |
| & | 4 | 0.1% |
| " | 4 | 0.1% |
| ; | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 6645 | ||
| 18 | 0.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 270 | |
| – | 5 | 1.8% |
Control
| Value | Count | Frequency (%) |
| 34 | ||
| 28 |
Other Symbol
| Value | Count | Frequency (%) |
| ° | 4 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 107732 | |
| Common | 24327 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 16743 | |
| O | 13280 | |
| S | 10164 | |
| L | 8396 | |
| T | 8297 | |
| P | 7029 | 6.5% |
| R | 6828 | 6.3% |
| Y | 6476 | 6.0% |
| C | 6441 | 6.0% |
| I | 4835 | 4.5% |
| Other values (43) | 19243 |
Common
| Value | Count | Frequency (%) |
| 6645 | ||
| % | 5371 | |
| 0 | 3885 | |
| 1 | 1967 | 8.1% |
| 5 | 936 | 3.8% |
| 2 | 919 | 3.8% |
| 4 | 836 | 3.4% |
| 3 | 662 | 2.7% |
| 8 | 587 | 2.4% |
| 9 | 569 | 2.3% |
| Other values (18) | 1950 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 131749 | |
| None | 305 | 0.2% |
| Punctuation | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 16743 | |
| O | 13280 | 10.1% |
| S | 10164 | 7.7% |
| L | 8396 | 6.4% |
| T | 8297 | 6.3% |
| P | 7029 | 5.3% |
| R | 6828 | 5.2% |
| 6645 | 5.0% | |
| Y | 6476 | 4.9% |
| C | 6441 | 4.9% |
| Other values (63) | 41450 |
None
| Value | Count | Frequency (%) |
| È | 274 | |
| 18 | 5.9% | |
| É | 5 | 1.6% |
| ° | 4 | 1.3% |
| ê | 2 | 0.7% |
| é | 1 | 0.3% |
| ¨ | 1 | 0.3% |
Punctuation
| Value | Count | Frequency (%) |
| – | 5 |
PrixFac
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 242 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 241.32588 |
| Minimum | 0 |
|---|---|
| Maximum | 2000000 |
| Zeros | 3088 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.9 |
| median | 37.99 |
| Q3 | 54.99 |
| 95-th percentile | 89.99 |
| Maximum | 2000000 |
| Range | 2000000 |
| Interquartile range (IQR) | 40.09 |
Descriptive statistics
| Standard deviation | 19107.416 |
|---|---|
| Coefficient of variation (CV) | 79.176823 |
| Kurtosis | 10461.801 |
| Mean | 241.32588 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 101.11984 |
| Sum | 5565940 |
| Variance | 3.6509335 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3088 | 13.4% |
| 49.99 | 1476 | 6.4% |
| 39.99 | 1407 | 6.1% |
| 44.99 | 967 | 4.2% |
| 59.99 | 962 | 4.2% |
| 29.99 | 955 | 4.1% |
| 69.99 | 808 | 3.5% |
| 19.99 | 720 | 3.1% |
| 54.99 | 666 | 2.9% |
| 9.9 | 635 | 2.8% |
| Other values (232) | 11380 |
| Value | Count | Frequency (%) |
| 0 | 3088 | |
| 0.01 | 151 | 0.7% |
| 0.1 | 2 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 1 | 624 | 2.7% |
| Value | Count | Frequency (%) |
| 2000000 | 2 | |
| 649174.94 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 299.99 | 2 | |
| 280 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 249.99 | 3 | |
| 245 | 1 | < 0.1% |
| 239.99 | 1 | < 0.1% |
| 229 | 3 |
PoidsBrut
Real number (ℝ)
Skewed  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0073339403 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 22996 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.65717127 |
|---|---|
| Coefficient of variation (CV) | 89.606847 |
| Kurtosis | 22329.656 |
| Mean | 0.0073339403 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 148.37809 |
| Sum | 169.15 |
| Variance | 0.43187408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22996 | |
| 1 | 56 | 0.2% |
| 0.25 | 4 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 2 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 22996 | |
| 0.1 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.25 | 4 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 1 | 56 | 0.2% |
| 2 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 1 | 56 | 0.2% |
| 0.3 | 3 | < 0.1% |
| 0.25 | 4 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0 | 22996 |
PoidsNet
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 299 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24314156 |
| Minimum | 0 |
|---|---|
| Maximum | 810 |
| Zeros | 8277 |
| Zeros (%) | 35.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1 |
| Q3 | 0.3 |
| 95-th percentile | 0.6 |
| Maximum | 810 |
| Range | 810 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 6.3783769 |
|---|---|
| Coefficient of variation (CV) | 26.233182 |
| Kurtosis | 13326.922 |
| Mean | 0.24314156 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 113.57317 |
| Sum | 5607.817 |
| Variance | 40.683692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8277 | |
| 0.2 | 1427 | 6.2% |
| 0.1 | 1286 | 5.6% |
| 0.15 | 1118 | 4.8% |
| 0.35 | 732 | 3.2% |
| 0.25 | 676 | 2.9% |
| 0.3 | 623 | 2.7% |
| 0.4 | 425 | 1.8% |
| 0.45 | 296 | 1.3% |
| 0.05 | 257 | 1.1% |
| Other values (289) | 7947 |
| Value | Count | Frequency (%) |
| 0 | 8277 | |
| 0.001 | 22 | 0.1% |
| 0.002 | 20 | 0.1% |
| 0.003 | 51 | 0.2% |
| 0.004 | 100 | 0.4% |
| 0.005 | 162 | 0.7% |
| 0.006 | 121 | 0.5% |
| 0.007 | 92 | 0.4% |
| 0.008 | 112 | 0.5% |
| 0.009 | 67 | 0.3% |
| Value | Count | Frequency (%) |
| 810 | 1 | |
| 530 | 1 | |
| 24 | 1 | |
| 1.83 | 1 | |
| 1.81 | 1 | |
| 1.8 | 1 | |
| 1.75 | 1 | |
| 1.74 | 1 | |
| 1.73 | 2 | |
| 1.72 | 2 |
IDArSousFamille
Real number (ℝ)
Zeros 
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.61867 |
| Minimum | -1 |
|---|---|
| Maximum | 336 |
| Zeros | 463 |
| Zeros (%) | 2.0% |
| Negative | 251 |
| Negative (%) | 1.1% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 195 |
| median | 211 |
| Q3 | 221 |
| 95-th percentile | 282 |
| Maximum | 336 |
| Range | 337 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 74.752959 |
|---|---|
| Coefficient of variation (CV) | 0.38808781 |
| Kurtosis | 2.3442742 |
| Mean | 192.61867 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -1.7931534 |
| Sum | 4442557 |
| Variance | 5588.0048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 211 | 2220 | 9.6% |
| 4 | 1498 | 6.5% |
| 216 | 1379 | 6.0% |
| 201 | 1364 | 5.9% |
| 191 | 1328 | 5.8% |
| 221 | 1265 | 5.5% |
| 212 | 857 | 3.7% |
| 218 | 684 | 3.0% |
| 208 | 607 | 2.6% |
| 223 | 604 | 2.6% |
| Other values (116) | 11258 |
| Value | Count | Frequency (%) |
| -1 | 251 | 1.1% |
| 0 | 463 | 2.0% |
| 1 | 377 | 1.6% |
| 4 | 1498 | |
| 5 | 19 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 29 | 0.1% |
| 8 | 178 | 0.8% |
| 9 | 3 | < 0.1% |
| 190 | 483 | 2.1% |
| Value | Count | Frequency (%) |
| 336 | 1 | < 0.1% |
| 335 | 1 | < 0.1% |
| 333 | 5 | < 0.1% |
| 332 | 1 | < 0.1% |
| 331 | 2 | < 0.1% |
| 329 | 14 | |
| 325 | 24 | |
| 323 | 4 | < 0.1% |
| 322 | 2 | < 0.1% |
| 321 | 14 |
IDGrille
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7289282 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 429 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0203934 |
|---|---|
| Coefficient of variation (CV) | 0.59018844 |
| Kurtosis | 9.001478 |
| Mean | 1.7289282 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.1281447 |
| Sum | 39876 |
| Variance | 1.0412028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11291 | |
| 2 | 6981 | |
| 3 | 3727 | 16.2% |
| 0 | 429 | 1.9% |
| 4 | 320 | 1.4% |
| 7 | 192 | 0.8% |
| 6 | 100 | 0.4% |
| 10 | 16 | 0.1% |
| 5 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 429 | 1.9% |
| 1 | 11291 | |
| 2 | 6981 | |
| 3 | 3727 | 16.2% |
| 4 | 320 | 1.4% |
| 5 | 4 | < 0.1% |
| 6 | 100 | 0.4% |
| 7 | 192 | 0.8% |
| 8 | 2 | < 0.1% |
| 10 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 16 | 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 192 | 0.8% |
| 6 | 100 | 0.4% |
| 5 | 4 | < 0.1% |
| 4 | 320 | 1.4% |
| 3 | 3727 | 16.2% |
| 2 | 6981 | |
| 1 | 11291 |
Reference
Text
Missing 
| Distinct | 4400 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 15891 |
| Missing (%) | 68.9% |
| Memory size | 1.0 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 7 |
| Mean length | 7.6818625 |
| Min length | 3 |
Unique
| Unique | 3073 ? |
|---|---|
| Unique (%) | 42.8% |
Sample
| 1st row | 42624_24K |
|---|---|
| 2nd row | LOUISON C1 |
| 3rd row | NATALIA |
| 4th row | AENU102A |
| 5th row | AENU102 |
| Value | Count | Frequency (%) |
| c1 | 392 | 4.2% |
| r1 | 350 | 3.8% |
| p1 | 183 | 2.0% |
| t1 | 182 | 2.0% |
| j1 | 149 | 1.6% |
| ml | 93 | 1.0% |
| v1 | 85 | 0.9% |
| sh1 | 78 | 0.8% |
| g1 | 56 | 0.6% |
| d1 | 51 | 0.5% |
| Other values (4071) | 7694 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 5814 | 10.6% |
| E | 3933 | 7.1% |
| 1 | 3805 | 6.9% |
| C | 3189 | 5.8% |
| A | 3108 | 5.6% |
| H | 2988 | 5.4% |
| 0 | 2623 | 4.8% |
| 2142 | 3.9% | |
| R | 2104 | 3.8% |
| 2 | 1980 | 3.6% |
| Other values (43) | 23416 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 35981 | |
| Decimal Number | 16630 | |
| Space Separator | 2142 | 3.9% |
| Dash Punctuation | 239 | 0.4% |
| Lowercase Letter | 68 | 0.1% |
| Connector Punctuation | 41 | 0.1% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 5814 | |
| E | 3933 | |
| C | 3189 | 8.9% |
| A | 3108 | 8.6% |
| H | 2988 | 8.3% |
| R | 2104 | 5.8% |
| B | 1977 | 5.5% |
| D | 1340 | 3.7% |
| T | 1329 | 3.7% |
| L | 1310 | 3.6% |
| Other values (16) | 8889 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16 | |
| t | 16 | |
| s | 13 | |
| a | 5 | 7.4% |
| n | 4 | 5.9% |
| o | 3 | 4.4% |
| h | 2 | 2.9% |
| r | 2 | 2.9% |
| l | 2 | 2.9% |
| b | 2 | 2.9% |
| Other values (3) | 3 | 4.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3805 | |
| 0 | 2623 | |
| 2 | 1980 | |
| 4 | 1672 | |
| 3 | 1295 | 7.8% |
| 5 | 1250 | 7.5% |
| 6 | 1162 | 7.0% |
| 7 | 970 | 5.8% |
| 9 | 937 | 5.6% |
| 8 | 936 | 5.6% |
Space Separator
| Value | Count | Frequency (%) |
| 2142 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 239 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 41 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36049 | |
| Common | 19053 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 5814 | |
| E | 3933 | |
| C | 3189 | 8.8% |
| A | 3108 | 8.6% |
| H | 2988 | 8.3% |
| R | 2104 | 5.8% |
| B | 1977 | 5.5% |
| D | 1340 | 3.7% |
| T | 1329 | 3.7% |
| L | 1310 | 3.6% |
| Other values (29) | 8957 |
Common
| Value | Count | Frequency (%) |
| 1 | 3805 | |
| 0 | 2623 | |
| 2142 | ||
| 2 | 1980 | |
| 4 | 1672 | |
| 3 | 1295 | 6.8% |
| 5 | 1250 | 6.6% |
| 6 | 1162 | 6.1% |
| 7 | 970 | 5.1% |
| 9 | 937 | 4.9% |
| Other values (4) | 1217 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55102 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 5814 | 10.6% |
| E | 3933 | 7.1% |
| 1 | 3805 | 6.9% |
| C | 3189 | 5.8% |
| A | 3108 | 5.6% |
| H | 2988 | 5.4% |
| 0 | 2623 | 4.8% |
| 2142 | 3.9% | |
| R | 2104 | 3.8% |
| 2 | 1980 | 3.6% |
| Other values (43) | 23416 |
NomenclatureValide
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 23061 | |
| 1 | 3 | < 0.1% |
IDSaison
Real number (ℝ)
High correlation  Zeros 
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.689863 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 766 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 17 |
| Q3 | 21 |
| 95-th percentile | 28 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 9.4880866 |
|---|---|
| Coefficient of variation (CV) | 0.69307389 |
| Kurtosis | -1.527797 |
| Mean | 13.689863 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.021571643 |
| Sum | 315743 |
| Variance | 90.023787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2780 | |
| 5 | 2032 | 8.8% |
| 1 | 1714 | 7.4% |
| 19 | 1599 | 6.9% |
| 18 | 1561 | 6.8% |
| 22 | 1534 | 6.7% |
| 28 | 1504 | 6.5% |
| 3 | 1477 | 6.4% |
| 15 | 1419 | 6.2% |
| 20 | 1410 | 6.1% |
| Other values (22) | 6034 |
| Value | Count | Frequency (%) |
| 0 | 766 | 3.3% |
| 1 | 1714 | |
| 2 | 160 | 0.7% |
| 3 | 1477 | |
| 4 | 2780 | |
| 5 | 2032 | |
| 6 | 887 | 3.8% |
| 8 | 1 | < 0.1% |
| 11 | 14 | 0.1% |
| 12 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 34 | 62 | 0.3% |
| 33 | 4 | < 0.1% |
| 32 | 4 | < 0.1% |
| 31 | 2 | < 0.1% |
| 30 | 2 | < 0.1% |
| 29 | 7 | < 0.1% |
| 28 | 1504 | |
| 27 | 1178 | |
| 26 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
NumInterne
Real number (ℝ)
High correlation  Zeros 
| Distinct | 283 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.823578 |
| Minimum | 0 |
|---|---|
| Maximum | 282 |
| Zeros | 15119 |
| Zeros (%) | 65.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 50 |
| 95-th percentile | 145 |
| Maximum | 282 |
| Range | 282 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 63.123099 |
|---|---|
| Coefficient of variation (CV) | 1.7142033 |
| Kurtosis | 0.69660815 |
| Mean | 36.823578 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4463253 |
| Sum | 849299 |
| Variance | 3984.5257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15119 | |
| 145 | 3548 | 15.4% |
| 1 | 135 | 0.6% |
| 90 | 123 | 0.5% |
| 2 | 99 | 0.4% |
| 3 | 86 | 0.4% |
| 4 | 82 | 0.4% |
| 5 | 82 | 0.4% |
| 6 | 79 | 0.3% |
| 7 | 67 | 0.3% |
| Other values (273) | 3644 | 15.8% |
| Value | Count | Frequency (%) |
| 0 | 15119 | |
| 1 | 135 | 0.6% |
| 2 | 99 | 0.4% |
| 3 | 86 | 0.4% |
| 4 | 82 | 0.4% |
| 5 | 82 | 0.4% |
| 6 | 79 | 0.3% |
| 7 | 67 | 0.3% |
| 8 | 58 | 0.3% |
| 9 | 63 | 0.3% |
| Value | Count | Frequency (%) |
| 282 | 1 | < 0.1% |
| 281 | 1 | < 0.1% |
| 280 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| 278 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
| 276 | 2 | |
| 275 | 2 | |
| 274 | 4 | |
| 273 | 2 |
IDPatronnage
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| -1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3273066 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | -1 |
| 3rd row | -1 |
| 4th row | -1 |
| 5th row | -1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| -1 | 7549 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| 1 | 7549 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| - | 7549 | |
| 1 | 7549 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23064 | |
| Dash Punctuation | 7549 | 24.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| 1 | 7549 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7549 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30613 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| - | 7549 | |
| 1 | 7549 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30613 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 15515 | |
| - | 7549 | |
| 1 | 7549 |
IDFournisseur
Real number (ℝ)
High correlation  Zeros 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.952133 |
| Minimum | -1 |
|---|---|
| Maximum | 709 |
| Zeros | 15825 |
| Zeros (%) | 68.6% |
| Negative | 15 |
| Negative (%) | 0.1% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 213 |
| 95-th percentile | 289 |
| Maximum | 709 |
| Range | 710 |
| Interquartile range (IQR) | 213 |
Descriptive statistics
| Standard deviation | 119.77408 |
|---|---|
| Coefficient of variation (CV) | 1.5564751 |
| Kurtosis | 0.37817513 |
| Mean | 76.952133 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.203181 |
| Sum | 1774824 |
| Variance | 14345.83 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15825 | |
| 213 | 4942 | 21.4% |
| 289 | 1439 | 6.2% |
| 440 | 434 | 1.9% |
| 310 | 74 | 0.3% |
| 283 | 62 | 0.3% |
| 281 | 44 | 0.2% |
| 48 | 35 | 0.2% |
| 285 | 34 | 0.1% |
| 328 | 20 | 0.1% |
| Other values (19) | 155 | 0.7% |
| Value | Count | Frequency (%) |
| -1 | 15 | 0.1% |
| 0 | 15825 | |
| 25 | 2 | < 0.1% |
| 32 | 8 | < 0.1% |
| 48 | 35 | 0.2% |
| 64 | 3 | < 0.1% |
| 107 | 14 | 0.1% |
| 213 | 4942 | 21.4% |
| 278 | 3 | < 0.1% |
| 279 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 709 | 8 | < 0.1% |
| 676 | 5 | < 0.1% |
| 588 | 1 | < 0.1% |
| 523 | 9 | < 0.1% |
| 522 | 5 | < 0.1% |
| 440 | 434 | |
| 384 | 2 | < 0.1% |
| 360 | 13 | 0.1% |
| 328 | 20 | 0.1% |
| 311 | 15 | 0.1% |
AppliqueFodec
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 1 | 7550 |
TypeArticleService
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 255 | 1642 |
| 1 | 49 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.1423864 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 255 | 1642 | 7.1% |
| 1 | 49 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 255 | 1642 | 7.1% |
| 1 | 49 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 5 | 3284 | 12.5% |
| 2 | 1642 | 6.2% |
| 1 | 49 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 26348 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 5 | 3284 | 12.5% |
| 2 | 1642 | 6.2% |
| 1 | 49 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26348 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 5 | 3284 | 12.5% |
| 2 | 1642 | 6.2% |
| 1 | 49 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26348 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21373 | |
| 5 | 3284 | 12.5% |
| 2 | 1642 | 6.2% |
| 1 | 49 | 0.2% |
DateValidationNomenclature
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| None | |
|---|---|
| 2024-05-03 | 1 |
| 2024-07-20 | 1 |
| 2024-08-12 | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 4.0007804 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| None | 23061 | |
| 2024-05-03 | 1 | < 0.1% |
| 2024-07-20 | 1 | < 0.1% |
| 2024-08-12 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 23061 | |
| 2024-05-03 | 1 | < 0.1% |
| 2024-07-20 | 1 | < 0.1% |
| 2024-08-12 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 23061 | |
| o | 23061 | |
| n | 23061 | |
| e | 23061 | |
| 2 | 8 | < 0.1% |
| 0 | 8 | < 0.1% |
| - | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 69183 | |
| Uppercase Letter | 23061 | 25.0% |
| Decimal Number | 24 | < 0.1% |
| Dash Punctuation | 6 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 8 | |
| 0 | 8 | |
| 4 | 3 | 12.5% |
| 5 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 8 | 1 | 4.2% |
| 1 | 1 | 4.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 23061 | |
| n | 23061 | |
| e | 23061 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 23061 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 92244 | |
| Common | 30 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 8 | |
| 0 | 8 | |
| - | 6 | |
| 4 | 3 | 10.0% |
| 5 | 1 | 3.3% |
| 3 | 1 | 3.3% |
| 7 | 1 | 3.3% |
| 8 | 1 | 3.3% |
| 1 | 1 | 3.3% |
Latin
| Value | Count | Frequency (%) |
| N | 23061 | |
| o | 23061 | |
| n | 23061 | |
| e | 23061 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 92274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 23061 | |
| o | 23061 | |
| n | 23061 | |
| e | 23061 | |
| 2 | 8 | < 0.1% |
| 0 | 8 | < 0.1% |
| - | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
ArticleLong
Text
| Distinct | 14059 |
|---|---|
| Distinct (%) | 61.2% |
| Missing | 106 |
| Missing (%) | 0.5% |
| Memory size | 1.4 MiB |
Length
| Max length | 176 |
|---|---|
| Median length | 132 |
| Mean length | 8.3890147 |
| Min length | 2 |
Unique
| Unique | 12409 ? |
|---|---|
| Unique (%) | 54.1% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
| Value | Count | Frequency (%) |
| none | 4755 | 12.0% |
| r1 | 2217 | 5.6% |
| c1 | 1359 | 3.4% |
| j1 | 940 | 2.4% |
| p1 | 922 | 2.3% |
| bo | 894 | 2.3% |
| ml | 809 | 2.0% |
| mc | 802 | 2.0% |
| t1 | 571 | 1.4% |
| sm | 456 | 1.1% |
| Other values (9440) | 25976 |
Most occurring characters
| Value | Count | Frequency (%) |
| 16763 | 8.7% | |
| A | 15743 | 8.2% |
| E | 14756 | 7.7% |
| N | 12870 | 6.7% |
| R | 10858 | 5.6% |
| L | 10831 | 5.6% |
| I | 10445 | 5.4% |
| O | 10051 | 5.2% |
| 1 | 7649 | 4.0% |
| M | 7277 | 3.8% |
| Other values (70) | 75352 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 148273 | |
| Lowercase Letter | 17979 | 9.3% |
| Space Separator | 16763 | 8.7% |
| Decimal Number | 8669 | 4.5% |
| Dash Punctuation | 608 | 0.3% |
| Other Punctuation | 295 | 0.2% |
| Control | 6 | < 0.1% |
| Math Symbol | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 15743 | 10.6% |
| E | 14756 | 10.0% |
| N | 12870 | 8.7% |
| R | 10858 | 7.3% |
| L | 10831 | 7.3% |
| I | 10445 | 7.0% |
| O | 10051 | 6.8% |
| M | 7277 | 4.9% |
| C | 7133 | 4.8% |
| S | 6793 | 4.6% |
| Other values (20) | 41516 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5348 | |
| n | 5037 | |
| o | 5014 | |
| a | 353 | 2.0% |
| s | 292 | 1.6% |
| l | 249 | 1.4% |
| t | 215 | 1.2% |
| r | 201 | 1.1% |
| c | 199 | 1.1% |
| u | 187 | 1.0% |
| Other values (18) | 884 | 4.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7649 | |
| 2 | 754 | 8.7% |
| 3 | 117 | 1.3% |
| 8 | 29 | 0.3% |
| 7 | 28 | 0.3% |
| 4 | 27 | 0.3% |
| 5 | 24 | 0.3% |
| 0 | 24 | 0.3% |
| 6 | 15 | 0.2% |
| 9 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 153 | |
| ? | 68 | |
| . | 31 | 10.5% |
| , | 17 | 5.8% |
| & | 16 | 5.4% |
| ' | 5 | 1.7% |
| % | 5 | 1.7% |
Control
| Value | Count | Frequency (%) |
| 3 | ||
| 3 |
Space Separator
| Value | Count | Frequency (%) |
| 16763 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 608 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 166252 | |
| Common | 26343 | 13.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 15743 | 9.5% |
| E | 14756 | 8.9% |
| N | 12870 | 7.7% |
| R | 10858 | 6.5% |
| L | 10831 | 6.5% |
| I | 10445 | 6.3% |
| O | 10051 | 6.0% |
| M | 7277 | 4.4% |
| C | 7133 | 4.3% |
| S | 6793 | 4.1% |
| Other values (48) | 59495 |
Common
| Value | Count | Frequency (%) |
| 16763 | ||
| 1 | 7649 | |
| 2 | 754 | 2.9% |
| - | 608 | 2.3% |
| / | 153 | 0.6% |
| 3 | 117 | 0.4% |
| ? | 68 | 0.3% |
| . | 31 | 0.1% |
| 8 | 29 | 0.1% |
| 7 | 28 | 0.1% |
| Other values (12) | 143 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 192552 | |
| None | 43 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 16763 | 8.7% | |
| A | 15743 | 8.2% |
| E | 14756 | 7.7% |
| N | 12870 | 6.7% |
| R | 10858 | 5.6% |
| L | 10831 | 5.6% |
| I | 10445 | 5.4% |
| O | 10051 | 5.2% |
| 1 | 7649 | 4.0% |
| M | 7277 | 3.8% |
| Other values (64) | 75309 |
None
| Value | Count | Frequency (%) |
| é | 17 | |
| É | 8 | |
| à | 7 | |
| Œ | 5 | 11.6% |
| Ä | 4 | 9.3% |
| À | 2 | 4.7% |
PrixAchat
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 1225 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.902622 |
| Minimum | 0 |
|---|---|
| Maximum | 571428.57 |
| Zeros | 2249 |
| Zeros (%) | 9.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.586 |
| median | 8.57 |
| Q3 | 14 |
| 95-th percentile | 24.57 |
| Maximum | 571428.57 |
| Range | 571428.57 |
| Interquartile range (IQR) | 9.414 |
Descriptive statistics
| Standard deviation | 5459.2719 |
|---|---|
| Coefficient of variation (CV) | 80.398542 |
| Kurtosis | 10461.801 |
| Mean | 67.902622 |
| Median Absolute Deviation (MAD) | 4.31 |
| Skewness | 101.11985 |
| Sum | 1566106.1 |
| Variance | 29803649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2249 | 9.8% |
| 14.28 | 852 | 3.7% |
| 11.43 | 809 | 3.5% |
| 8.57 | 612 | 2.7% |
| 2.83 | 607 | 2.6% |
| 12.85 | 596 | 2.6% |
| 17.14 | 518 | 2.2% |
| 10 | 515 | 2.2% |
| 5.71 | 474 | 2.1% |
| 20 | 472 | 2.0% |
| Other values (1215) | 15360 |
| Value | Count | Frequency (%) |
| 0 | 2249 | |
| 0.01 | 105 | 0.5% |
| 0.03 | 2 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| 0.228 | 1 | < 0.1% |
| 0.29 | 350 | 1.5% |
| 0.54 | 1 | < 0.1% |
| 0.57 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.836 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 571428.57 | 2 | |
| 185478.55 | 1 | < 0.1% |
| 143.7 | 1 | < 0.1% |
| 133.95 | 1 | < 0.1% |
| 120.43 | 1 | < 0.1% |
| 115.55 | 3 | |
| 110.28 | 1 | < 0.1% |
| 110.1 | 1 | < 0.1% |
| 98.7 | 3 | |
| 93.4 | 3 |
PieceCarton
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| 0 | |
|---|---|
| 255 | |
| 1 | 589 |
| 2 | 110 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.594086 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 255 |
|---|---|
| 2nd row | 255 |
| 3rd row | 255 |
| 4th row | 255 |
| 5th row | 255 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 255 | 6851 | |
| 1 | 589 | 2.6% |
| 2 | 110 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 255 | 6851 | |
| 1 | 589 | 2.6% |
| 2 | 110 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 5 | 13702 | |
| 2 | 6961 | |
| 1 | 589 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36766 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 5 | 13702 | |
| 2 | 6961 | |
| 1 | 589 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36766 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 5 | 13702 | |
| 2 | 6961 | |
| 1 | 589 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 15514 | |
| 5 | 13702 | |
| 2 | 6961 | |
| 1 | 589 | 1.6% |
IDPays
Real number (ℝ)
High correlation  Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.417404 |
| Minimum | -1 |
|---|---|
| Maximum | 207 |
| Zeros | 430 |
| Zeros (%) | 1.9% |
| Negative | 721 |
| Negative (%) | 3.1% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 28 |
| median | 103 |
| Q3 | 172 |
| 95-th percentile | 176 |
| Maximum | 207 |
| Range | 208 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 71.443302 |
|---|---|
| Coefficient of variation (CV) | 0.71861967 |
| Kurtosis | -1.5756919 |
| Mean | 99.417404 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | -0.2848526 |
| Sum | 2292963 |
| Variance | 5104.1454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4343 | |
| 172 | 4340 | |
| 103 | 3498 | |
| 176 | 2398 | |
| 35 | 2074 | |
| 171 | 1524 | 6.6% |
| 165 | 1254 | 5.4% |
| 107 | 1005 | 4.4% |
| -1 | 721 | 3.1% |
| 99 | 522 | 2.3% |
| Other values (16) | 1385 | 6.0% |
| Value | Count | Frequency (%) |
| -1 | 721 | 3.1% |
| 0 | 430 | 1.9% |
| 1 | 4343 | |
| 2 | 1 | < 0.1% |
| 13 | 78 | 0.3% |
| 18 | 166 | 0.7% |
| 27 | 18 | 0.1% |
| 28 | 418 | 1.8% |
| 29 | 3 | < 0.1% |
| 35 | 2074 |
| Value | Count | Frequency (%) |
| 207 | 9 | < 0.1% |
| 177 | 17 | 0.1% |
| 176 | 2398 | |
| 174 | 29 | 0.1% |
| 173 | 177 | 0.8% |
| 172 | 4340 | |
| 171 | 1524 | 6.6% |
| 165 | 1254 | 5.4% |
| 152 | 8 | < 0.1% |
| 128 | 4 | < 0.1% |
DateMEP
Text
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 5.19641 |
| Min length | 4 |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2024-10-04 |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
| Value | Count | Frequency (%) |
| none | 18465 | |
| 2024-10-25 | 425 | 1.8% |
| 2025-04-01 | 222 | 1.0% |
| 2024-10-11 | 162 | 0.7% |
| 2025-02-21 | 156 | 0.7% |
| 2024-10-18 | 153 | 0.7% |
| 2024-10-04 | 150 | 0.7% |
| 2025-02-15 | 146 | 0.6% |
| 2025-05-01 | 144 | 0.6% |
| 2025-04-15 | 134 | 0.6% |
| Other values (99) | 2907 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 18465 | |
| o | 18465 | |
| n | 18465 | |
| e | 18465 | |
| 2 | 11163 | |
| 0 | 10481 | |
| - | 9198 | |
| 1 | 5674 | 4.7% |
| 5 | 3572 | 3.0% |
| 4 | 3301 | 2.8% |
| Other values (5) | 2601 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55395 | |
| Decimal Number | 36792 | |
| Uppercase Letter | 18465 | 15.4% |
| Dash Punctuation | 9198 | 7.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 11163 | |
| 0 | 10481 | |
| 1 | 5674 | |
| 5 | 3572 | 9.7% |
| 4 | 3301 | 9.0% |
| 9 | 706 | 1.9% |
| 8 | 617 | 1.7% |
| 7 | 568 | 1.5% |
| 3 | 518 | 1.4% |
| 6 | 192 | 0.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 18465 | |
| n | 18465 | |
| e | 18465 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 18465 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9198 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 73860 | |
| Common | 45990 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 11163 | |
| 0 | 10481 | |
| - | 9198 | |
| 1 | 5674 | |
| 5 | 3572 | 7.8% |
| 4 | 3301 | 7.2% |
| 9 | 706 | 1.5% |
| 8 | 617 | 1.3% |
| 7 | 568 | 1.2% |
| 3 | 518 | 1.1% |
Latin
| Value | Count | Frequency (%) |
| N | 18465 | |
| o | 18465 | |
| n | 18465 | |
| e | 18465 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 18465 | |
| o | 18465 | |
| n | 18465 | |
| e | 18465 | |
| 2 | 11163 | |
| 0 | 10481 | |
| - | 9198 | |
| 1 | 5674 | 4.7% |
| 5 | 3572 | 3.0% |
| 4 | 3301 | 2.8% |
| Other values (5) | 2601 | 2.2% |
IDUsine
Real number (ℝ)
High correlation  Zeros 
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.583593 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 16498 |
| Zeros (%) | 71.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 59 |
| 95-th percentile | 172 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 54.936583 |
|---|---|
| Coefficient of variation (CV) | 1.8569949 |
| Kurtosis | 2.6405196 |
| Mean | 29.583593 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8951739 |
| Sum | 682316 |
| Variance | 3018.0281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16498 | |
| 59 | 3063 | 13.3% |
| 97 | 1106 | 4.8% |
| 202 | 439 | 1.9% |
| 172 | 313 | 1.4% |
| 158 | 200 | 0.9% |
| 136 | 184 | 0.8% |
| 98 | 106 | 0.5% |
| 212 | 100 | 0.4% |
| 131 | 92 | 0.4% |
| Other values (57) | 963 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 16498 | |
| 2 | 3 | < 0.1% |
| 5 | 23 | 0.1% |
| 11 | 4 | < 0.1% |
| 35 | 34 | 0.1% |
| 41 | 2 | < 0.1% |
| 59 | 3063 | 13.3% |
| 97 | 1106 | 4.8% |
| 98 | 106 | 0.5% |
| 122 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 225 | 8 | < 0.1% |
| 224 | 4 | < 0.1% |
| 223 | 10 | < 0.1% |
| 222 | 6 | < 0.1% |
| 221 | 8 | < 0.1% |
| 220 | 17 | 0.1% |
| 214 | 19 | 0.1% |
| 213 | 6 | < 0.1% |
| 212 | 100 | |
| 211 | 8 | < 0.1% |
IDSupportArticle
Real number (ℝ)
High correlation  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.079301075 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 22140 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.49539169 |
|---|---|
| Coefficient of variation (CV) | 6.2469732 |
| Kurtosis | 87.865769 |
| Mean | 0.079301075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.7389467 |
| Sum | 1829 |
| Variance | 0.24541293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22140 | |
| 1 | 498 | 2.2% |
| 2 | 286 | 1.2% |
| 5 | 70 | 0.3% |
| 6 | 65 | 0.3% |
| 4 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 22140 | |
| 1 | 498 | 2.2% |
| 2 | 286 | 1.2% |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 70 | 0.3% |
| 6 | 65 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 65 | 0.3% |
| 5 | 70 | 0.3% |
| 4 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 286 | 1.2% |
| 1 | 498 | 2.2% |
| 0 | 22140 |
| Distinct | 360 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 59 |
| Missing (%) | 0.3% |
| Memory size | 1.4 MiB |
Length
| Max length | 91 |
|---|---|
| Median length | 4 |
| Mean length | 5.6357314 |
| Min length | 4 |
Unique
| Unique | 203 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
| Value | Count | Frequency (%) |
| none | 21507 | |
| polyester | 1057 | 3.8% |
| viscose | 737 | 2.6% |
| elasthanne | 502 | 1.8% |
| 100 | 369 | 1.3% |
| 0 | 338 | 1.2% |
| 30 | 295 | 1.1% |
| coton | 288 | 1.0% |
| polyamide | 230 | 0.8% |
| 70 | 221 | 0.8% |
| Other values (246) | 2452 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 25361 | |
| o | 24107 | |
| n | 22827 | |
| N | 21568 | |
| 6695 | 5.2% | |
| % | 3202 | 2.5% |
| s | 2998 | 2.3% |
| 0 | 2072 | 1.6% |
| t | 2069 | 1.6% |
| l | 2015 | 1.6% |
| Other values (50) | 16736 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 87070 | |
| Uppercase Letter | 25582 | 19.7% |
| Space Separator | 6695 | 5.2% |
| Decimal Number | 6457 | 5.0% |
| Other Punctuation | 3787 | 2.9% |
| Dash Punctuation | 59 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 21568 | |
| P | 1324 | 5.2% |
| V | 737 | 2.9% |
| E | 648 | 2.5% |
| C | 325 | 1.3% |
| A | 244 | 1.0% |
| L | 139 | 0.5% |
| S | 133 | 0.5% |
| O | 85 | 0.3% |
| F | 72 | 0.3% |
| Other values (13) | 307 | 1.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 25361 | |
| o | 24107 | |
| n | 22827 | |
| s | 2998 | 3.4% |
| t | 2069 | 2.4% |
| l | 2015 | 2.3% |
| a | 1445 | 1.7% |
| y | 1351 | 1.6% |
| r | 1228 | 1.4% |
| i | 1210 | 1.4% |
| Other values (12) | 2459 | 2.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 763 | 11.8% |
| 5 | 669 | 10.4% |
| 3 | 593 | 9.2% |
| 7 | 515 | 8.0% |
| 2 | 464 | 7.2% |
| 8 | 380 | 5.9% |
| 4 | 349 | 5.4% |
| 6 | 337 | 5.2% |
| 9 | 315 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 3202 | |
| . | 584 | 15.4% |
| ' | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 6695 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 59 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 112652 | |
| Common | 16998 | 13.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 25361 | |
| o | 24107 | |
| n | 22827 | |
| N | 21568 | |
| s | 2998 | 2.7% |
| t | 2069 | 1.8% |
| l | 2015 | 1.8% |
| a | 1445 | 1.3% |
| y | 1351 | 1.2% |
| P | 1324 | 1.2% |
| Other values (35) | 7587 | 6.7% |
Common
| Value | Count | Frequency (%) |
| 6695 | ||
| % | 3202 | |
| 0 | 2072 | 12.2% |
| 1 | 763 | 4.5% |
| 5 | 669 | 3.9% |
| 3 | 593 | 3.5% |
| . | 584 | 3.4% |
| 7 | 515 | 3.0% |
| 2 | 464 | 2.7% |
| 8 | 380 | 2.2% |
| Other values (5) | 1061 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129385 | |
| None | 265 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 25361 | |
| o | 24107 | |
| n | 22827 | |
| N | 21568 | |
| 6695 | 5.2% | |
| % | 3202 | 2.5% |
| s | 2998 | 2.3% |
| 0 | 2072 | 1.6% |
| t | 2069 | 1.6% |
| l | 2015 | 1.6% |
| Other values (47) | 16471 |
None
| Value | Count | Frequency (%) |
| é | 255 | |
| É | 9 | 3.4% |
| è | 1 | 0.4% |
IDAr_Looks
Real number (ℝ)
High correlation  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20287027 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 22291 |
| Zeros (%) | 96.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1900047 |
|---|---|
| Coefficient of variation (CV) | 5.8658404 |
| Kurtosis | 36.409094 |
| Mean | 0.20287027 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1133215 |
| Sum | 4679 |
| Variance | 1.4161111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22291 | |
| 8 | 479 | 2.1% |
| 3 | 116 | 0.5% |
| 2 | 106 | 0.5% |
| 6 | 29 | 0.1% |
| 1 | 22 | 0.1% |
| 4 | 18 | 0.1% |
| 5 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 22291 | |
| 1 | 22 | 0.1% |
| 2 | 106 | 0.5% |
| 3 | 116 | 0.5% |
| 4 | 18 | 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 29 | 0.1% |
| 8 | 479 | 2.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 479 | 2.1% |
| 6 | 29 | 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 18 | 0.1% |
| 3 | 116 | 0.5% |
| 2 | 106 | 0.5% |
| 1 | 22 | 0.1% |
| 0 | 22291 |
Matiere
Categorical
Imbalance 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.3 MiB |
| None | |
|---|---|
| MAILLE | 14 |
| COTON | 7 |
| JERSEY | 6 |
| Crêpe Marocain | 6 |
| Other values (12) | 31 |
Length
| Max length | 14 |
|---|---|
| Median length | 4 |
| Mean length | 4.0078047 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | None |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| None | 22999 | |
| MAILLE | 14 | 0.1% |
| COTON | 7 | < 0.1% |
| JERSEY | 6 | < 0.1% |
| Crêpe Marocain | 6 | < 0.1% |
| Satin | 4 | < 0.1% |
| DEVEAUX | 4 | < 0.1% |
| PU | 3 | < 0.1% |
| Denim | 3 | < 0.1% |
| Jersey | 3 | < 0.1% |
| Other values (7) | 14 | 0.1% |
Length
| Value | Count | Frequency (%) |
| none | 22999 | |
| maille | 14 | 0.1% |
| coton | 11 | < 0.1% |
| jersey | 9 | < 0.1% |
| crêpe | 8 | < 0.1% |
| marocain | 6 | < 0.1% |
| satin | 6 | < 0.1% |
| deveaux | 4 | < 0.1% |
| denim | 4 | < 0.1% |
| pu | 3 | < 0.1% |
| Other values (4) | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23016 | |
| N | 23015 | |
| n | 23012 | |
| o | 23005 | |
| E | 46 | < 0.1% |
| L | 32 | < 0.1% |
| O | 27 | < 0.1% |
| C | 24 | < 0.1% |
| I | 22 | < 0.1% |
| M | 21 | < 0.1% |
| Other values (23) | 212 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 69114 | |
| Uppercase Letter | 23308 | 25.2% |
| Space Separator | 10 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 23015 | |
| E | 46 | 0.2% |
| L | 32 | 0.1% |
| O | 27 | 0.1% |
| C | 24 | 0.1% |
| I | 22 | 0.1% |
| M | 21 | 0.1% |
| A | 20 | 0.1% |
| S | 20 | 0.1% |
| T | 17 | 0.1% |
| Other values (9) | 64 | 0.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23016 | |
| n | 23012 | |
| o | 23005 | |
| r | 17 | < 0.1% |
| a | 16 | < 0.1% |
| i | 13 | < 0.1% |
| ê | 8 | < 0.1% |
| p | 8 | < 0.1% |
| c | 6 | < 0.1% |
| t | 4 | < 0.1% |
| Other values (3) | 9 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 92422 | |
| Common | 10 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23016 | |
| N | 23015 | |
| n | 23012 | |
| o | 23005 | |
| E | 46 | < 0.1% |
| L | 32 | < 0.1% |
| O | 27 | < 0.1% |
| C | 24 | < 0.1% |
| I | 22 | < 0.1% |
| M | 21 | < 0.1% |
| Other values (22) | 202 | 0.2% |
Common
| Value | Count | Frequency (%) |
| 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 92424 | |
| None | 8 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23016 | |
| N | 23015 | |
| n | 23012 | |
| o | 23005 | |
| E | 46 | < 0.1% |
| L | 32 | < 0.1% |
| O | 27 | < 0.1% |
| C | 24 | < 0.1% |
| I | 22 | < 0.1% |
| M | 21 | < 0.1% |
| Other values (22) | 204 | 0.2% |
None
| Value | Count | Frequency (%) |
| ê | 8 |
Interactions
Correlations
| AppliqueFodec | DateValidationNomenclature | Etat | IDArFamille | IDArSousFamille | IDAr_Collection | IDAr_Couleur | IDAr_Looks | IDArticle | IDFournisseur | IDGrille | IDPatronnage | IDPays | IDSaison | IDSupportArticle | IDUsine | Matiere | ModifiePar | NomenclatureValide | NumInterne | PieceCarton | PoidsBrut | PoidsNet | Prix | PrixAchat | PrixFac | SaisiPar | TauxTVA | TypeArticleService | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AppliqueFodec | 1.000 | 0.012 | 0.071 | 0.267 | 0.269 | 0.909 | 0.477 | 0.266 | 0.877 | 0.947 | 0.287 | 1.000 | 0.625 | 0.869 | 0.292 | 0.886 | 0.071 | 1.000 | 0.010 | 0.804 | 1.000 | 0.010 | 0.010 | 0.013 | 0.013 | 0.013 | 0.000 | 0.629 | 0.403 |
| DateValidationNomenclature | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 |
| Etat | 0.071 | 0.000 | 1.000 | 0.019 | 0.039 | 0.124 | 0.032 | 0.085 | 0.090 | 0.101 | 0.020 | 0.071 | 0.042 | 0.060 | 0.093 | 0.131 | 0.000 | 0.770 | 0.000 | 0.036 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.818 | 0.074 | 0.006 |
| IDArFamille | 0.267 | 0.000 | 0.019 | 1.000 | 0.214 | -0.135 | 0.074 | -0.026 | -0.049 | -0.119 | 0.399 | 0.267 | 0.240 | 0.058 | -0.021 | -0.103 | 0.046 | 0.325 | 0.000 | -0.148 | 0.165 | -0.006 | -0.017 | -0.104 | -0.162 | -0.184 | 0.364 | 0.132 | 0.095 |
| IDArSousFamille | 0.269 | 0.000 | 0.039 | 0.214 | 1.000 | 0.067 | -0.015 | 0.046 | 0.061 | 0.080 | 0.291 | 0.269 | -0.135 | 0.047 | 0.046 | 0.058 | 0.058 | 0.354 | 0.000 | -0.012 | 0.175 | 0.016 | 0.103 | 0.048 | 0.040 | 0.026 | 0.388 | 0.110 | 0.133 |
| IDAr_Collection | 0.909 | 0.018 | 0.124 | -0.135 | 0.067 | 1.000 | -0.700 | 0.310 | 0.724 | 0.930 | -0.206 | 0.909 | 0.323 | -0.471 | 0.344 | 0.836 | 0.113 | 0.464 | 0.016 | 0.861 | 0.566 | 0.076 | -0.585 | -0.480 | -0.208 | -0.220 | 0.582 | 0.498 | 0.527 |
| IDAr_Couleur | 0.477 | 0.000 | 0.032 | 0.074 | -0.015 | -0.700 | 1.000 | -0.224 | -0.522 | -0.693 | 0.195 | 0.477 | -0.285 | 0.490 | -0.238 | -0.625 | 0.000 | 0.087 | 0.000 | -0.698 | 0.276 | -0.066 | 0.472 | 0.412 | 0.200 | 0.249 | 0.079 | 0.173 | 0.144 |
| IDAr_Looks | 0.266 | 0.000 | 0.085 | -0.026 | 0.046 | 0.310 | -0.224 | 1.000 | 0.255 | 0.313 | -0.025 | 0.266 | 0.035 | -0.113 | 0.563 | 0.279 | 0.045 | 0.240 | 0.000 | 0.231 | 0.279 | -0.006 | -0.209 | -0.231 | -0.057 | -0.113 | 0.345 | 0.497 | 0.256 |
| IDArticle | 0.877 | 0.008 | 0.090 | -0.049 | 0.061 | 0.724 | -0.522 | 0.255 | 1.000 | 0.709 | -0.152 | 0.876 | 0.147 | -0.364 | 0.264 | 0.632 | 0.047 | 0.365 | 0.031 | 0.668 | 0.511 | 0.047 | -0.549 | -0.530 | -0.271 | -0.236 | 0.593 | 0.437 | 0.519 |
| IDFournisseur | 0.947 | 0.000 | 0.101 | -0.119 | 0.080 | 0.930 | -0.693 | 0.313 | 0.709 | 1.000 | -0.168 | 0.947 | 0.335 | -0.505 | 0.321 | 0.907 | 0.057 | 0.456 | 0.000 | 0.885 | 0.708 | 0.089 | -0.583 | -0.450 | -0.188 | -0.214 | 0.454 | 0.403 | 0.399 |
| IDGrille | 0.287 | 0.000 | 0.020 | 0.399 | 0.291 | -0.206 | 0.195 | -0.025 | -0.152 | -0.168 | 1.000 | 0.287 | 0.205 | 0.194 | -0.042 | -0.163 | 0.000 | 0.236 | 0.000 | -0.229 | 0.187 | -0.003 | -0.029 | -0.139 | -0.363 | -0.375 | 0.257 | 0.117 | 0.066 |
| IDPatronnage | 1.000 | 0.012 | 0.071 | 0.267 | 0.269 | 0.909 | 0.477 | 0.266 | 0.876 | 0.947 | 0.287 | 1.000 | 0.625 | 0.869 | 0.292 | 0.886 | 0.071 | 0.000 | 0.010 | 0.805 | 1.000 | 0.010 | 0.010 | 0.013 | 0.013 | 0.013 | 0.000 | 0.628 | 0.403 |
| IDPays | 0.625 | 0.000 | 0.042 | 0.240 | -0.135 | 0.323 | -0.285 | 0.035 | 0.147 | 0.335 | 0.205 | 0.625 | 1.000 | -0.154 | 0.002 | 0.441 | 0.000 | 0.265 | 0.000 | 0.297 | 0.363 | -0.063 | -0.305 | -0.237 | -0.164 | -0.194 | 0.350 | 0.231 | 0.141 |
| IDSaison | 0.869 | 0.000 | 0.060 | 0.058 | 0.047 | -0.471 | 0.490 | -0.113 | -0.364 | -0.505 | 0.194 | 0.869 | -0.154 | 1.000 | -0.119 | -0.493 | 0.016 | 0.419 | 0.002 | -0.599 | 0.506 | 0.061 | 0.458 | 0.261 | 0.156 | 0.154 | 0.511 | 0.323 | 0.347 |
| IDSupportArticle | 0.292 | 0.000 | 0.093 | -0.021 | 0.046 | 0.344 | -0.238 | 0.563 | 0.264 | 0.321 | -0.042 | 0.292 | 0.002 | -0.119 | 1.000 | 0.250 | 0.243 | 0.250 | 0.000 | 0.237 | 0.254 | 0.013 | -0.225 | -0.216 | -0.098 | -0.140 | 0.475 | 0.448 | 0.157 |
| IDUsine | 0.886 | 0.017 | 0.131 | -0.103 | 0.058 | 0.836 | -0.625 | 0.279 | 0.632 | 0.907 | -0.163 | 0.886 | 0.441 | -0.493 | 0.250 | 1.000 | 0.086 | 0.485 | 0.020 | 0.839 | 0.657 | 0.097 | -0.523 | -0.380 | -0.118 | -0.144 | 0.564 | 0.460 | 0.418 |
| Matiere | 0.071 | 0.000 | 0.000 | 0.046 | 0.058 | 0.113 | 0.000 | 0.045 | 0.047 | 0.057 | 0.000 | 0.071 | 0.000 | 0.016 | 0.243 | 0.086 | 1.000 | 0.133 | 0.000 | 0.051 | 0.195 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.177 | 0.126 | 0.000 |
| ModifiePar | 1.000 | 0.000 | 0.770 | 0.325 | 0.354 | 0.464 | 0.087 | 0.240 | 0.365 | 0.456 | 0.236 | 0.000 | 0.265 | 0.419 | 0.250 | 0.485 | 0.133 | 1.000 | 0.000 | 0.259 | 0.487 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.527 | 0.621 | 0.583 |
| NomenclatureValide | 0.010 | 1.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.010 | 0.000 | 0.002 | 0.000 | 0.020 | 0.000 | 0.000 | 1.000 | 0.016 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 |
| NumInterne | 0.804 | 0.000 | 0.036 | -0.148 | -0.012 | 0.861 | -0.698 | 0.231 | 0.668 | 0.885 | -0.229 | 0.805 | 0.297 | -0.599 | 0.237 | 0.839 | 0.051 | 0.259 | 0.016 | 1.000 | 0.473 | 0.046 | -0.607 | -0.464 | -0.213 | -0.203 | 0.299 | 0.321 | 0.346 |
| PieceCarton | 1.000 | 0.000 | 0.077 | 0.165 | 0.175 | 0.566 | 0.276 | 0.279 | 0.511 | 0.708 | 0.187 | 1.000 | 0.363 | 0.506 | 0.254 | 0.657 | 0.195 | 0.487 | 0.013 | 0.473 | 1.000 | 0.067 | 0.000 | 0.005 | 0.005 | 0.005 | 0.483 | 0.370 | 0.347 |
| PoidsBrut | 0.010 | 0.000 | 0.000 | -0.006 | 0.016 | 0.076 | -0.066 | -0.006 | 0.047 | 0.089 | -0.003 | 0.010 | -0.063 | 0.061 | 0.013 | 0.097 | 0.000 | 0.081 | 0.000 | 0.046 | 0.067 | 1.000 | 0.061 | -0.044 | -0.060 | -0.052 | 0.084 | 0.014 | 0.000 |
| PoidsNet | 0.010 | 0.000 | 0.000 | -0.017 | 0.103 | -0.585 | 0.472 | -0.209 | -0.549 | -0.583 | -0.029 | 0.010 | -0.305 | 0.458 | -0.225 | -0.523 | 0.000 | 0.000 | 0.000 | -0.607 | 0.000 | 0.061 | 1.000 | 0.550 | 0.460 | 0.501 | 0.000 | 0.014 | 0.000 |
| Prix | 0.013 | 0.000 | 0.000 | -0.104 | 0.048 | -0.480 | 0.412 | -0.231 | -0.530 | -0.450 | -0.139 | 0.013 | -0.237 | 0.261 | -0.216 | -0.380 | 0.000 | 0.000 | 0.000 | -0.464 | 0.005 | -0.044 | 0.550 | 1.000 | 0.657 | 0.594 | 0.000 | 0.036 | 0.000 |
| PrixAchat | 0.013 | 0.000 | 0.000 | -0.162 | 0.040 | -0.208 | 0.200 | -0.057 | -0.271 | -0.188 | -0.363 | 0.013 | -0.164 | 0.156 | -0.098 | -0.118 | 0.000 | 0.000 | 0.000 | -0.213 | 0.005 | -0.060 | 0.460 | 0.657 | 1.000 | 0.812 | 0.000 | 0.036 | 0.000 |
| PrixFac | 0.013 | 0.000 | 0.000 | -0.184 | 0.026 | -0.220 | 0.249 | -0.113 | -0.236 | -0.214 | -0.375 | 0.013 | -0.194 | 0.154 | -0.140 | -0.144 | 0.000 | 0.000 | 0.000 | -0.203 | 0.005 | -0.052 | 0.501 | 0.594 | 0.812 | 1.000 | 0.000 | 0.036 | 0.000 |
| SaisiPar | 0.000 | 0.000 | 0.818 | 0.364 | 0.388 | 0.582 | 0.079 | 0.345 | 0.593 | 0.454 | 0.257 | 0.000 | 0.350 | 0.511 | 0.475 | 0.564 | 0.177 | 0.527 | 0.000 | 0.299 | 0.483 | 0.084 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.656 | 0.604 |
| TauxTVA | 0.629 | 0.020 | 0.074 | 0.132 | 0.110 | 0.498 | 0.173 | 0.497 | 0.437 | 0.403 | 0.117 | 0.628 | 0.231 | 0.323 | 0.448 | 0.460 | 0.126 | 0.621 | 0.024 | 0.321 | 0.370 | 0.014 | 0.014 | 0.036 | 0.036 | 0.036 | 0.656 | 1.000 | 0.105 |
| TypeArticleService | 0.403 | 0.000 | 0.006 | 0.095 | 0.133 | 0.527 | 0.144 | 0.256 | 0.519 | 0.399 | 0.066 | 0.403 | 0.141 | 0.347 | 0.157 | 0.418 | 0.000 | 0.583 | 0.000 | 0.346 | 0.347 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.604 | 0.105 | 1.000 |
Missing values
Sample
| IDAr_Collection | IDArticle | Code | Article | IDAr_Couleur | IDArFamille | SaisiPar | SaisiLe | ModifiePar | ModifieLe | Etat | Prix | TauxTVA | Image | Composition | PrixFac | PoidsBrut | PoidsNet | IDArSousFamille | IDGrille | Reference | NomenclatureValide | IDSaison | NumInterne | IDPatronnage | IDFournisseur | AppliqueFodec | TypeArticleService | DateValidationNomenclature | ArticleLong | PrixAchat | PieceCarton | IDPays | DateMEP | IDUsine | IDSupportArticle | CompositionMatiere | IDAr_Looks | Matiere | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2 | BHNP282 | CITY P1 BLACK | 0 | 35 | superviseur | 2023-11-02 | superviseur | 2024-09-18 | 1 | 18.500 | 0.0 | None | 96% POLYESTER 4% ELASTANE WOVEN | 0.00 | 0.0 | 0.0 | 311 | 1 | 42624_24K | 0 | 4 | 145 | -1 | 289 | 1 | 0 | None | None | 18.500 | 255 | 171 | 2024-10-04 | 180 | 0 | None | 0 | None |
| 2 | 2 | 6 | AENC88 | LOUISON C1 LOUISON NOIR | 119 | 2 | superviseur | 2023-11-02 | superviseur | 2023-11-20 | 1 | 7.182 | -1.0 | None | TP:100% PES | 49.99 | 0.0 | 0.0 | 191 | 1 | LOUISON C1 | 0 | 1 | 145 | -1 | 213 | 1 | 0 | None | None | 7.182 | 255 | 172 | None | 97 | 0 | None | 0 | None |
| 3 | 0 | 7 | AENU104A | NATALIA ECRU LUREX LIGHT GOLD | 120 | 4 | superviseur | 2023-11-02 | superviseur | 2023-10-31 | 1 | 13.500 | 0.0 | None | 66%Acrylique 18%Polyamide 8%Laine | 49.99 | 0.0 | 0.0 | -1 | 2 | NATALIA | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 13.500 | 255 | 18 | None | 0 | 0 | None | 0 | None |
| 4 | 0 | 8 | AENU102AA | NANNI GRIS CHAINE SILVER LUREX-2002 | 129 | 4 | superviseur | 2023-11-02 | superviseur | 2023-11-06 | 1 | 13.700 | 0.0 | None | 40% ACR 30% PA 30% MOHAIR | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU102A | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 13.700 | 255 | -1 | None | 0 | 0 | None | 0 | None |
| 5 | 0 | 9 | AENU102 | NANNI ROUGE POMPIER LUREX-2045 | 125 | 4 | superviseur | 2023-11-02 | superviseur | 2023-11-06 | 1 | 13.700 | 0.0 | None | 40% ACR 30% PA 30% MOHAIR | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU102 | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 13.700 | 255 | -1 | None | 0 | 0 | None | 0 | None |
| 6 | 0 | 10 | AENU105A | NICOLO CREME-7191 | 131 | 4 | superviseur | 2023-11-02 | superviseur | 2023-11-02 | 1 | 15.710 | 0.0 | None | 50%NY 30%ACR 20%BABY ALPAGA | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU105 | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 15.710 | 255 | 18 | None | 0 | 0 | None | 0 | None |
| 7 | 0 | 11 | AENU105 | NICOLO VERT SAPIN | 130 | 4 | superviseur | 2023-11-02 | superviseur | 2023-11-02 | 1 | 15.710 | 0.0 | None | 50%NY 30%ACR 20%BABY ALPAGA | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU105A | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 15.710 | 255 | 18 | None | 0 | 0 | None | 0 | None |
| 8 | 0 | 12 | AENU119A | NORMA BLEU LUCCIO-2188 | 144 | 4 | superviseur | 2023-11-02 | s.hayriye | 2024-12-17 | 1 | 15.710 | 0.0 | None | 50%NY 30%ACR 20%BABY ALPAGA | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU119A | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 12.900 | 255 | 18 | None | 0 | 0 | None | 0 | None |
| 9 | 0 | 13 | AENU119 | NORMA NOIR-2059 | 122 | 4 | superviseur | 2023-11-02 | superviseur | 2023-11-02 | 1 | 12.800 | 0.0 | None | 50%NY 30%ACR 20%BABY ALPAGA | 54.99 | 0.0 | 0.0 | -1 | 2 | AENU119 | 0 | 0 | 145 | -1 | 0 | 1 | 0 | None | None | 12.800 | 255 | 18 | None | 0 | 0 | None | 0 | None |
| 10 | 2 | 14 | YHNC196A | DILA C1 GERANIUM | 121 | -1 | superviseur | 2023-11-02 | superviseur | 2023-12-01 | 1 | 8.550 | -1.0 | None | NaN | 59.99 | 0.0 | 0.0 | 191 | 1 | DILA C1 | 0 | 3 | 145 | -1 | 213 | 1 | 0 | None | None | 8.550 | 255 | 172 | None | 59 | 0 | None | 0 | None |
| IDAr_Collection | IDArticle | Code | Article | IDAr_Couleur | IDArFamille | SaisiPar | SaisiLe | ModifiePar | ModifieLe | Etat | Prix | TauxTVA | Image | Composition | PrixFac | PoidsBrut | PoidsNet | IDArSousFamille | IDGrille | Reference | NomenclatureValide | IDSaison | NumInterne | IDPatronnage | IDFournisseur | AppliqueFodec | TypeArticleService | DateValidationNomenclature | ArticleLong | PrixAchat | PieceCarton | IDPays | DateMEP | IDUsine | IDSupportArticle | CompositionMatiere | IDAr_Looks | Matiere | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23300 | 13 | 23874 | DHNXA023SS | BEVERLY GANT | 0 | 25 | UP.Ceren | 2025-02-26 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.2 | None | 42%Acrylic,27%Nylon,31%Poly | 0.0 | 0.0 | 0.0 | 270 | 3 | DHNXA023 | 0 | 6 | 25 | -1 | 289 | 1 | 255 | None | BEVERLY GANT CORAIL | 1.87 | 255 | 173 | 2025-03-05 | 206 | 5 | None | 0 | None |
| 23301 | 13 | 23875 | DHNXA023SS | BEVERLY GANT | 0 | 25 | UP.Ceren | 2025-02-26 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.2 | None | 42%Acrylic,27%Nylon,31%Poly | 0.0 | 0.0 | 0.0 | 270 | 3 | DHNXA023 | 0 | 6 | 25 | -1 | 289 | 1 | 255 | None | BEVERLY GANT KAKI | 1.87 | 255 | 173 | 2025-03-05 | 206 | 5 | None | 0 | None |
| 23302 | 13 | 23876 | DHNXA023SS | BEVERLY GANT | 0 | 25 | UP.Ceren | 2025-02-26 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.2 | None | 42%Acrylic,27%Nylon,31%Poly | 0.0 | 0.0 | 0.0 | 270 | 3 | DHNXA023 | 0 | 6 | 25 | -1 | 289 | 1 | 255 | None | BEVERLY GANT BLUE DENIM | 1.87 | 255 | 173 | 2025-03-05 | 206 | 5 | None | 0 | None |
| 23303 | 11 | 23877 | CENXA018 | KIT DELOVA MULTICOLORE | 0 | 25 | UP.Ceren | 2025-02-27 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.0 | None | 100%PES | 10.0 | 0.0 | 0.0 | 309 | 3 | CENXA018 | 0 | 5 | 18 | -1 | 213 | 1 | 0 | None | KIT DELOVA MULTICOLORE | 2.25 | 255 | 172 | 2025-03-28 | 97 | 0 | None | 0 | None |
| 23304 | 11 | 23878 | CENXA019 | KIT JORDAN MULTICOLORE | 0 | 25 | UP.Ceren | 2025-02-27 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.0 | None | 100%CV | 10.0 | 0.0 | 0.0 | 309 | 3 | CENXA019 | 0 | 5 | 19 | -1 | 213 | 1 | 0 | None | KIT JORDAN MULTICOLORE | 2.25 | 255 | 172 | 2025-03-14 | 97 | 0 | None | 0 | None |
| 23305 | 11 | 23879 | CENXA020 | KIT KYOTO MULTICOLORE | 0 | 25 | UP.Ceren | 2025-02-27 | UP.Ceren | 2025-02-27 | 1 | 0.0 | 0.0 | None | 100%CV | 10.0 | 0.0 | 0.0 | 309 | 3 | CENXA020 | 0 | 5 | 20 | -1 | 213 | 1 | 0 | None | KIT KYOTO MULTICOLORE | 2.25 | 255 | 172 | 2025-03-14 | 97 | 0 | None | 0 | None |
| 23306 | 11 | 23880 | CENXA021 | CHOUCHOU TOLOSANE NOIR/BLANC | 0 | 25 | UP.Ceren | 2025-02-27 | NaN | 2025-02-27 | 1 | 0.0 | 0.0 | None | 100%PES | 5.0 | 0.0 | 0.0 | 309 | 3 | CENXA021 | 0 | 5 | 21 | -1 | 213 | 1 | 0 | None | CHOUCHOU TOLOSANE NOIR/BLANC | 1.25 | 255 | 172 | 2025-03-14 | 97 | 0 | None | 0 | None |
| 23307 | 11 | 23881 | CENB148 | FLORIAN SH1 | 0 | 1 | UP.Ceren | 2025-02-27 | NaN | NaT | 1 | 0.0 | 0.0 | None | NaN | 0.0 | 0.0 | 0.0 | 190 | 1 | CENB148 | 0 | 5 | 148 | -1 | 213 | 1 | 0 | None | FLORIAN SH1 LIN RAYÉ LUREX | 0.00 | 255 | 172 | None | 97 | 0 | None | 0 | None |
| 23308 | 11 | 23882 | CENT227 | PENELOPE T1 MIDNIGHT BLUE | 0 | 6 | b.zuhal | 2025-02-28 | b.zuhal | 2025-02-28 | 1 | 0.0 | 0.0 | None | 100% COTON | 29.0 | 0.0 | 0.0 | 216 | 2 | CENT227 | 0 | 5 | 227 | -1 | 289 | 1 | 0 | None | PENELOPE T1 MIDNIGHT BLUE | 6.00 | 255 | 171 | 2025-03-15 | 172 | 0 | None | 0 | None |
| 23309 | 11 | 23883 | CENT227 | PENELOPE T1 BLANC | 0 | 6 | b.zuhal | 2025-02-28 | b.zuhal | 2025-02-28 | 1 | 0.0 | 0.0 | None | 100% COTON | 29.0 | 0.0 | 0.0 | 216 | 2 | CENT227 | 0 | 5 | 228 | -1 | 289 | 1 | 0 | None | PENELOPE T1 BLANC | 6.00 | 255 | 171 | 2025-03-15 | 172 | 0 | None | 0 | None |